The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 521 556 644
Rank change year-on-year
+35 +88
Permanent jobs citing Predictive Analytics 101 103 53
As % of all permanent IT jobs located in London 0.26% 0.23% 0.11%
As % of the Processes & Methodologies category 0.29% 0.26% 0.13%
Number of salaries quoted 86 78 36
Median salary £65,000 £52,500 £82,500
Median salary % change year-on-year
+23.80% -36.36%
90% offered a salary of more than £42,500 £36,000 £42,500
10% offered a salary of more than £100,000 £85,750 £87,500
UK excluding London median salary £50,000 £42,500 £45,000
% change year-on-year
+17.64% -5.55%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35359 39089 41936
As % of all permanent IT jobs located in London 89.48% 87.89% 87.28%
Number of salaries quoted 30608 32794 34830
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in London

Predictive Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics across the London region.

Predictive Analytics Salary Trend in London

Predictive Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the London region over the 3 months to 25 July 2016.

Predictive Analytics Salary Histogram in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 25 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +53 13 £65,000 +23.80% 1
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 25 July 2016, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Predictive Analytics.

1 176 (100.00%) Analytics
2 94 (53.41%) Machine Learning
3 90 (51.14%) Big Data
4 85 (48.30%) SQL
5 69 (39.20%) Python
6 62 (35.23%) Agile Software Development
6 62 (35.23%) R
7 58 (32.95%) Business Intelligence
8 57 (32.39%) Java
9 52 (29.55%) Analytical Skills
10 49 (27.84%) Hadoop
11 44 (25.00%) Finance
11 44 (25.00%) Degree
12 41 (23.30%) Data Warehouse
13 40 (22.73%) Algorithms
14 39 (22.16%) Computer Science
15 38 (21.59%) Statistics
15 38 (21.59%) Visualisation
16 36 (20.45%) SQL Server
17 35 (19.89%) Microsoft
18 32 (18.18%) Mathematics
18 32 (18.18%) Neural Network
19 31 (17.61%) SQL Server Integration Services
19 31 (17.61%) Microsoft Azure
20 30 (17.05%) Scrum
21 29 (16.48%) Data Mining
21 29 (16.48%) SQL Server Reporting Services
21 29 (16.48%) Apache Spark
22 28 (15.91%) PhD
23 27 (15.34%) SAS

Predictive Analytics
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 29 (16.48%) Apache Spark
2 27 (15.34%) SAS
3 18 (10.23%) SharePoint
4 10 (5.68%) Apache Pig
5 5 (2.84%) Apache
5 5 (2.84%) Elasticsearch
6 4 (2.27%) JBoss
6 4 (2.27%) Oracle SOA Suite
7 3 (1.70%) Apache Solr
7 3 (1.70%) Confluence
8 1 (0.57%) CMS
8 1 (0.57%) DNN
8 1 (0.57%) NetWeaver
8 1 (0.57%) NServiceBus
Applications
1 15 (8.52%) MS Excel
2 5 (2.84%) SPSS
3 4 (2.27%) MS PowerPoint
4 3 (1.70%) Weka
5 2 (1.14%) S-PLUS
6 1 (0.57%) Stata
Business Applications
1 3 (1.70%) Oracle BPM
2 1 (0.57%) Cognos TM1
2 1 (0.57%) Relativity
2 1 (0.57%) SAP BPC
Cloud Services
1 31 (17.61%) Microsoft Azure
2 12 (6.82%) PaaS
3 11 (6.25%) Amazon AWS
4 9 (5.11%) Azure Machine Learning
5 6 (3.41%) Data Lake Analytics
5 6 (3.41%) IaaS
6 3 (1.70%) Cloud Computing
7 2 (1.14%) GitHub
7 2 (1.14%) SaaS
8 1 (0.57%) Amazon EMR
8 1 (0.57%) iPaaS
Communications & Networking
1 6 (3.41%) Internet
2 2 (1.14%) DNS
2 2 (1.14%) Firewall
2 2 (1.14%) WebEx
2 2 (1.14%) Wireless
3 1 (0.57%) FTP
3 1 (0.57%) SMTP
Database & Business Intelligence
1 90 (51.14%) Big Data
2 49 (27.84%) Hadoop
3 41 (23.30%) Data Warehouse
4 36 (20.45%) SQL Server
5 31 (17.61%) SQL Server Integration Services
6 29 (16.48%) Data Mining
6 29 (16.48%) SQL Server Reporting Services
7 27 (15.34%) Power BI
8 23 (13.07%) HDInsight
8 23 (13.07%) SQL Server Analysis Services
9 18 (10.23%) Relational Database
10 17 (9.66%) Apache Hive
10 17 (9.66%) NoSQL
10 17 (9.66%) QlikView
11 15 (8.52%) SQL Server 2014
12 13 (7.39%) MySQL
13 12 (6.82%) MongoDB
14 10 (5.68%) Apache Cassandra
14 10 (5.68%) Neo4j
15 9 (5.11%) OLAP
Development Applications
1 9 (5.11%) JIRA
2 6 (3.41%) IntelliJ
2 6 (3.41%) JUnit
2 6 (3.41%) Maven
2 6 (3.41%) Visual Studio
2 6 (3.41%) Visual Studio Tools for Office
3 3 (1.70%) Cucumber
3 3 (1.70%) Selenium
3 3 (1.70%) SpecFlow
4 2 (1.14%) Jenkins
5 1 (0.57%) Git (software)
5 1 (0.57%) Hudson
5 1 (0.57%) ProC
5 1 (0.57%) Ranorex
5 1 (0.57%) SQL Server Management Studio (SSMS)
5 1 (0.57%) Subversion
5 1 (0.57%) TeamCity
General
1 44 (25.00%) Finance
2 19 (10.80%) Marketing
3 8 (4.55%) Banking
4 6 (3.41%) Law
4 6 (3.41%) Retail
5 5 (2.84%) Telecoms
6 4 (2.27%) Games
7 3 (1.70%) Legal
8 2 (1.14%) Advertising
8 2 (1.14%) Aerospace
8 2 (1.14%) Automotive
9 1 (0.57%) Billing
9 1 (0.57%) Danish Language
9 1 (0.57%) French Language
9 1 (0.57%) German Language
9 1 (0.57%) Investment Banking
9 1 (0.57%) Norwegian Language
9 1 (0.57%) Swedish Language
Job Titles
1 33 (18.75%) Data Scientist
2 30 (17.05%) Consultant
3 22 (12.50%) Analyst
4 19 (10.80%) Microsoft Consultant
5 16 (9.09%) Architect
6 14 (7.95%) Business Intelligence Consultant
7 13 (7.39%) Business Consultant
7 13 (7.39%) Microsoft BI Consultant
8 12 (6.82%) Data Architect
8 12 (6.82%) Developer
9 9 (5.11%) Big Data Developer
9 9 (5.11%) Data Engineer
9 9 (5.11%) Senior Data Scientist
9 9 (5.11%) Software Engineer
10 8 (4.55%) Java Developer
11 7 (3.98%) Machine Learning Scientist
11 7 (3.98%) Project Manager
11 7 (3.98%) Senior Consultant
12 6 (3.41%) Azure Consultant
12 6 (3.41%) SQL Analyst
Libraries, Frameworks & Software Standards
1 25 (14.20%) .NET
2 20 (11.36%) D3.js
2 20 (11.36%) Natural Language Processing
3 13 (7.39%) HTML
4 12 (6.82%) Kafka
5 10 (5.68%) REST
6 9 (5.11%) Hibernate
6 9 (5.11%) HTML5
6 9 (5.11%) Spring
7 8 (4.55%) CSS
8 7 (3.98%) Web Services
9 6 (3.41%) Leaflet
9 6 (3.41%) MDX
9 6 (3.41%) SOAP
10 5 (2.84%) J2EE
11 4 (2.27%) ActiveMQ
11 4 (2.27%) JDBC
11 4 (2.27%) JMS
11 4 (2.27%) JSF
11 4 (2.27%) JSP
Miscellaneous
1 52 (29.55%) Analytical Skills
2 40 (22.73%) Algorithms
3 39 (22.16%) Computer Science
4 38 (21.59%) Statistics
4 38 (21.59%) Visualisation
5 32 (18.18%) Mathematics
5 32 (18.18%) Neural Network
6 18 (10.23%) Fintech
7 17 (9.66%) Mobile App
8 14 (7.95%) Artificial Intelligence
9 12 (6.82%) Physics
10 7 (3.98%) Credit Risk
10 7 (3.98%) Economics
10 7 (3.98%) PMI
11 6 (3.41%) Clustering
12 5 (2.84%) Data Integration
12 5 (2.84%) Digital Media
13 4 (2.27%) Data Structures
13 4 (2.27%) User Experience
14 3 (1.70%) Blockchain
Operating Systems
1 13 (7.39%) Linux
2 10 (5.68%) Windows
3 4 (2.27%) Unix
4 2 (1.14%) Mac OS X
4 2 (1.14%) Windows 7
4 2 (1.14%) Windows 8
4 2 (1.14%) Windows Server
4 2 (1.14%) Windows Server 2012
Processes & Methodologies
1 176 (100.00%) Analytics
2 94 (53.41%) Machine Learning
3 62 (35.23%) Agile Software Development
4 58 (32.95%) Business Intelligence
5 30 (17.05%) Scrum
6 25 (14.20%) Performance Management
7 24 (13.64%) Waterfall
8 23 (13.07%) Predictive Modelling
9 21 (11.93%) Presales
10 20 (11.36%) Data Management
10 20 (11.36%) ETL
11 18 (10.23%) Data Analytics
12 17 (9.66%) Data Modelling
12 17 (9.66%) Kimball Methodology
12 17 (9.66%) Mobile Application Development
13 16 (9.09%) Information Management
14 15 (8.52%) Software Engineering
15 14 (7.95%) Project Planning
16 13 (7.39%) Business Development
17 12 (6.82%) TDD
Programming Languages
1 85 (48.30%) SQL
2 69 (39.20%) Python
3 62 (35.23%) R
4 57 (32.39%) Java
5 20 (11.36%) Scala
6 19 (10.80%) JavaScript
7 17 (9.66%) C#
7 17 (9.66%) MATLAB
8 14 (7.95%) C++
9 11 (6.25%) C
9 11 (6.25%) T-SQL
10 9 (5.11%) Ruby
11 6 (3.41%) Perl
11 6 (3.41%) VBA
12 4 (2.27%) Clojure
12 4 (2.27%) PL/SQL
13 3 (1.70%) Julia
13 3 (1.70%) PHP
14 2 (1.14%) HiveQL
15 1 (0.57%) VB.NET
Qualifications
1 44 (25.00%) Degree
2 28 (15.91%) PhD
3 11 (6.25%) Microsoft Certification
4 7 (3.98%) PMI Certification
4 7 (3.98%) PMP
5 5 (2.84%) Security Cleared
6 3 (1.70%) BC Cleared
7 2 (1.14%) SC Cleared
8 1 (0.57%) CIMA
8 1 (0.57%) ISTQB
8 1 (0.57%) MBA
Quality Assurance & Compliance
1 6 (3.41%) Data Quality
2 5 (2.84%) QA
3 3 (1.70%) GCP
4 1 (0.57%) SNOMED CT
System Software
1 6 (3.41%) Docker
1 6 (3.41%) Virtual Machines
2 2 (1.14%) VMware Infrastructure
3 1 (0.57%) Apache Flume
Systems Management
1 2 (1.14%) Puppet
Vendors
1 35 (19.89%) Microsoft
2 25 (14.20%) Oracle
2 25 (14.20%) Tableau
3 8 (4.55%) TOWER Software
4 6 (3.41%) IBM
5 5 (2.84%) SAP
6 4 (2.27%) Facebook
6 4 (2.27%) Google
6 4 (2.27%) MicroStrategy
7 3 (1.70%) Alteryx
7 3 (1.70%) Atlassian
7 3 (1.70%) Informatica
7 3 (1.70%) Sybase
8 2 (1.14%) Actian
8 2 (1.14%) Cloudera
8 2 (1.14%) MuleSoft
8 2 (1.14%) RapidMiner
8 2 (1.14%) VMware
9 1 (0.57%) Clarabridge
9 1 (0.57%) Hortonworks
London
Computer Futures
Salary: £90000 - £100000 per annum + Double OTE
Posted: 20 hours ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 3 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 3 days ago
London
PwC
Salary: Market related
Posted: 20 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 27 days ago